AI for fundamental investors
who demand proof.
Your thesis lives or dies on evidence. Run your frameworks against your corpus, audit every claim to its precise source, then export to Excel with citations intact.
Do the work of a 10-person team, without the team.
Precision provenance
44% in the 10-K, 46% in the transcript. See both, cited.
Click to source
Any cited number jumps to the exact paragraph.
Structured deltas
Cross-filing comparisons surface inside the doc.
Inline provenance
Speaker, quarter, document type — visible inline.
Straight into Excel
Export to Excel without losing the audit trail.
Cell-level citations
Each cell carries its sources side by side.
One click to source
Any cell → exact paragraph in the source PDF.
Citations travel
Numbers update, citations follow.
Iterative reports
Built to refine with you, not replace you.
Mid-draft research
Ask mid-draft, evidence lands cited.
Responds to edits
Carries your voice across iterations.
Evidence stays attached
Sources attach as you compose.
Versioned with citations
Walk back any claim, version by version.
Frameworks at scale
2,500 pages. One rule set. Done.
Language drift
"Strong" → "modest" pricing power, flagged across quarters.
Dodges and promises
Recurring patterns surfaced across transcripts.
Pre-earnings briefing
Promises, numbers, questions — every call.
Cross-space knowledge
Tire coverage pulls from commodities; telecom from semis.
Audit, not trust
Reasoning, sources, assumptions — all reviewable.
Reasoning trace
Documents read, phrases weighted, things discarded.
Challenge any claim
Click — agent defends or revises.
IC-ready by default
Audit trail is how the product works.
Bring one company's documents.
We'll set up your space with you.
Everyone is onboarded personally. We walk through your first report together.